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I will build your ai knowledge management system with rag and search

J
juanurrea976
J
juanurrea976
Juan U

About this gig

Turn your company's scattered information (PDFs, Jira, Slack, Drive, Confluence) into verifiable, searchable knowledge.


I designed and built Centro de Verdad, a system that extracts claims tied to their source, structures them into a knowledge base, and generates reports where every fact shows its support, its uncertainty, and its traceability back to the original document.


Ideal for teams that want to decide with data, not assumptions. Built with my AI agent factory. Stack: Python, PostgreSQL, MCP, LLMs and evals.


Why it is different: the system abstains when there is no evidence, and AI output never re-enters as a fact. No hallucinations. Tell me what information you want to centralize and I will propose the path.

Get to know Juan U

Juan U

Project Manager

  • FromColombia
  • Member sinceAug 2020
  • Languages

    Spanish
I am a Project Manager leading AI-First transformations in technology projects to ensure predictable deliveries. With over 9 years of experience, I design and implement innovation systems that centralize knowledge from tools like Jira and Slack to optimize team performance and strategic results.

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